active-phase-mapping

Code for active phase mapping. Paper can be found here: https://pubs.rsc.org/en/content/articlelanding/2024/mh/d4mh00432a

Setup notes

Currently uses jax and gpjax, which relies on an updated version of python:

conda create --name apm python=3.10
conda activate apm
conda install -y scipy
pip install jax jaxlib
pip install gpjax

Code notes

The active learning algorithms are in the active_learning directory. All data generated in the performance testing can be found in the performance_test directory.